Tag: unsupervised learning
What are the most important supervised and unsupervised algorithms?
Supervised Learning algorithms: K-nearest neighbors Linear regression Naïve Bayes Support vector machines Logistic regression Decision trees and random forests K-nearest neighbors: K-nearest neighbors is a Machine learning technique which comes under supervised learning. This technique can be used for classification or regression problems. In supervised learning, we need to specify a target value for the…
Read MoreWhat is unsupervised learning?
Unsupervised learning is a machine learning technique. It is a process in which the algorithm finds valuable data points by exploring the dataset. In this type of algorithm, the data is unlabelled and there are no labeled training samples. This finds hidden patterns in data without any labeled input. This is the opposite of supervised…
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